Basic Statistics

Raw Counts

Name Value
Rows 77,291
Columns 42
Discrete columns 4
Continuous columns 38
All missing columns 0
Missing observations 0
Complete Rows 77,291
Total observations 3,246,222
Memory allocation 18 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (with frequency)

## 1 columns ignored with more than 50 categories.
## Service: 65 categories

QQ Plot

Correlation Analysis

## 2 features with more than 20 categories ignored!
## Service: 65 categories
## Attack: 38 categories
## Warning in cor(x = structure(list(Duration = c(0L, 0L, 0L, 0L, 0L, 0L, 0L, : the standard deviation is zero

Principal Component Analysis

## 1 features with more than 50 categories ignored!
## Service: 65 categories
## Warning in plot_prcomp(data = structure(list(Duration = c(0L, 0L, 0L, 0L, : The following features are dropped due to zero variance:
##  * NumOutboundCmds